Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

S **, X Sun, F Wu, Y Su, Y Li, S Song, K Xu… - ISPRS Journal of …, 2021 - Elsevier
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …

Review of remote sensing applications in grassland monitoring

Z Wang, Y Ma, Y Zhang, J Shang - Remote Sensing, 2022 - mdpi.com
The application of remote sensing technology in grassland monitoring and management has
been ongoing for decades. Compared with traditional ground measurements, remote …

Spatiotemporal dynamics of grassland aboveground biomass and its driving factors in North China over the past 20 years

J Ge, M Hou, T Liang, Q Feng, X Meng, J Liu… - Science of the Total …, 2022 - Elsevier
Although remote sensing has enabled rapid monitoring of grassland aboveground biomass
(AGB) at a regional scale, it is still a difficult challenge to construct an accurate estimation …

Lidar boosts 3D ecological observations and modelings: A review and perspective

Q Guo, Y Su, T Hu, H Guan, S **… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
The advent of lidar has revolutionized the way we observe and measure vegetation structure
from the ground and from above and represents a major advance toward the quantification …

A review of estimation methods for aboveground biomass in grasslands using UAV

COG Bazzo, B Kamali, C Hütt, G Bareth, T Gaiser - Remote Sensing, 2023 - mdpi.com
Grasslands are one of the world's largest ecosystems, accounting for 30% of total terrestrial
biomass. Considering that aboveground biomass (AGB) is one of the most essential …

[HTML][HTML] Comparing the performance of machine learning algorithms for estimating aboveground biomass in typical steppe of northern China using Sentinel imageries

N Wu, LGT Crusiol, G Liu, D Wuyun, G Han - Ecological Indicators, 2023 - Elsevier
Monitoring aboveground biomass (AGB) is crucial for assessing, managing, and utilizing
grassland ecosystems. While the technical form of combining remote sensing and machine …

[HTML][HTML] Analysis of UAV lidar information loss and its influence on the estimation accuracy of structural and functional traits in a meadow steppe

X Zhao, Y Su, T Hu, M Cao, X Liu, Q Yang, H Guan… - Ecological …, 2022 - Elsevier
Accurate quantification of grassland structural and functional traits is the foundation for
grassland management and restoration. Light detection and ranging (lidar), especially the …

A new method for grassland degradation monitoring by vegetation species composition using hyperspectral remote sensing

X Lyu, X Li, D Dang, H Dou, X Xuan, S Liu, M Li… - Ecological …, 2020 - Elsevier
Grassland degradation is an important research topic on a global scale, since it can severely
restrict the development of animal husbandry and threaten ecological security. The proper …

[HTML][HTML] Grassland biomass spatiotemporal patterns and response to climate change in eastern Inner Mongolia based on XGBoost model estimates

Z Jia, Z Zhang, Y Cheng, S Borjigin, Z Quan - Ecological Indicators, 2024 - Elsevier
Aboveground biomass (AGB) is a key index that reflects grassland health and is of great
importance for grassland conservation and sustainable utilization. Many previous studies on …

[HTML][HTML] A method to avoid spatial overfitting in estimation of grassland above-ground biomass on the Tibetan Plateau

H Yu, Y Wu, L Niu, Y Chai, Q Feng, W Wang… - Ecological Indicators, 2021 - Elsevier
Accurate assessments of grassland above-ground biomass (AGB) are crucial for the
sustainable utilization and protection of grassland resources and the eco-environment. In …